F. Steimann et M. Hayde, A METHOD TO DERIVE THE TIME OF ONSET OF INFECTION FROM SEROLOGICAL FINDINGS, Methods of information in medicine, 36(1), 1997, pp. 51-58
Citations number
28
Categorie Soggetti
Computer Science Information Systems","Medical Informatics
Among the diagnostic problems requiring a retrospective assessment of
the time an event occurred is that of screening for primary infection
with Toxoplasma gondii acquired during pregnancy. We suggest a method
to derive the possible times of onset of infection from a small sequen
ce of serological samples by matching them against the knowledge about
possible courses of infection. Special care is taken to properly addr
ess the relative change of consecutive samples, a nontrivial problem w
hen reasoning about sparsely sampled time courses. To investigate the
practicability of our approach we conducted a retrospective and a simu
lated prospective evaluation based on the samples of 394 pregnancies,
randomly selected from our toxoplasmosis database; we could demonstrat
e an overall accuracy of 95.7%.